
Associate Professor (L. 240)
Department of Control and Computer Engineering (DAUIN)
- Member of Interdepartmental Center PEIC - Power Electronics Innovation Center
Profile
Research interests
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
SDG
Teaching
Collegi of the degree programmes
- Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica. Componente invitato
- Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente
Teachings
PhD
- Optimized execution of neural networks at the edge. A.A. 2025/26, INGEGNERIA INFORMATICA E DEI SISTEMI. Teaching assistant
- Optimized Execution of Neural Networks at the Edge and Neuromorphic Computing Systems. A.A. 2024/25, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Hardware/Software codesign of flexible computing systems for edge AI (insegnamento su invito). A.A. 2024/25, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Optimized execution of neural networks at the edge. A.A. 2023/24, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Optimized execution of neural networks at the edge. A.A. 2022/23, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Optimized execution of neural networks at the edge. A.A. 2021/22, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Computing Paradigms for Error-Tolerant Applications. A.A. 2020/21, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Computing Paradigms for Error-Tolerant Applications. A.A. 2019/20, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
Master of Science
- Programming techniques. A.A. 2025/26, AGRITECH ENGINEERING. Collaboratore del corso
- Efficient Computing for Artificial Intelligence. A.A. 2025/26, DATA SCIENCE AND ENGINEERING. Titolare del corso
- Machine learning for IOT. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Titolare del corso
- Machine learning for IOT. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Programming techniques. A.A. 2023/24, AGRITECH ENGINEERING. Titolare del corso
- Machine learning for IOT. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Energy management for IoT. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Energy management for IoT. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Machine learning for IOT. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Machine learning for IOT. A.A. 2020/21, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Energy management for IoT. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Energy management in mobile systems. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Energy management for IoT. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Bachelor of Science
- Computer sciences. A.A. 2025/26, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Titolare del corso
- Computer sciences. A.A. 2024/25, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Titolare del corso
- Tecnologie per IoT. A.A. 2023/24, INGEGNERIA INFORMATICA. Collaboratore del corso
- Informatica. A.A. 2022/23, INGEGNERIA GESTIONALE. Collaboratore del corso
- Tecnologie per IoT. A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso
- Laboratorio di tecnologie digitali per l'industria 4.0. A.A. 2021/22, TECNOLOGIE PER L'INDUSTRIA MANIFATTURIERA (CORSO PROFESSIONALIZZANTE). Collaboratore del corso
- Tecnologie per IoT. A.A. 2021/22, INGEGNERIA INFORMATICA. Collaboratore del corso
- Laboratorio di tecnologie digitali per l'industria 4.0. A.A. 2020/21, TECNOLOGIE PER L'INDUSTRIA MANIFATTURIERA (CORSO PROFESSIONALIZZANTE). Collaboratore del corso
- Tecnologie per IoT. A.A. 2020/21, INGEGNERIA INFORMATICA. Collaboratore del corso
- Informatica. A.A. 2020/21, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2019/20, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Tecnologie per IoT. A.A. 2019/20, INGEGNERIA INFORMATICA. Collaboratore del corso
Research
Research projects
Projects funded by competitive calls
- HAL4SDV - Hardware Abstraction Layer for a European Software Defined Vehicle approach, (2024-2027) - Componente gruppo di Ricerca
UE-funded research - JTI - KDT - ISOLDE - High Performance, Safe, Secure, Open-Source Leveraged RISC-V Domain-Specific Ecosystems, (2023-2026) - Componente gruppo di Ricerca
UE-funded research - JTI - KDT - TRISTAN - Together for RISc-V Technology and ApplicatioNs, (2022-2025) - Componente gruppo di Ricerca
UE-funded research - JTI - KDT - AMBEATion - Analog/Mixed Signal Back End Design Automation based on Machine Learning and Artificial Intelligence Techniques, (2021-2025) - Responsabile Scientifico
UE-funded research - H2020 - Excellent Science - Marie Curie - 20529 - End-to-end digitalized production test beds, (2020-2021) - Responsabile Scientifico
UE-funded research - EIT
Projects funded by commercial contracts
- MASAI - Map for damage Assessment with Satellite Artificial Intelligence, (2024-2024) - Responsabile Scientifico
Commercial Research - MASAI - Map for damage Assessment with Satellite Artificial Intelligence, (2024-2024) - Responsabile Scientifico
Commercial Research - Definizione e sviluppo di una piattaforma software per il supporto della produzione, (2020-2020) - Responsabile Scientifico
Commercial Research
Supervised PhD students
- Luca Benfenati. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Latency-Optimized Inference for Large Language Models
Data science, Computer vision and AI Data science, Computer vision and AI - Mohamed Amine Hamdi. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Optimizing Compilers for the Deployment of Complex Applications on Heterogeneous Edge Devices
Computer architectures and Computer aided design Parallel and distributed systems, Quantum computing Computer architectures and Computer aided design Parallel and distributed systems, Quantum computing - Beatrice Alessandra Motetti. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Advanced Deep Learning Optimization for Extreme Edge Applications
Data science, Computer vision and AI Data science, Computer vision and AI - Giovanni Pollo. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Design techniques for low-area digital circuits in industrial and medical applications
Computer architectures and Computer aided design Data science, Computer vision and AI Computer architectures and Computer aided design Data science, Computer vision and AI Computer architectures and Computer aided design Data science, Computer vision and AI - Matteo Risso. Programme in Ingegneria Informatica E Dei Sistemi (37th cycle, 2021-2025)
Thesis: Automatic Hardware-aware Design and Optimization of Deep Learning Models
Computer architectures and Computer aided design Data science, Computer vision and AI Computer architectures and Computer aided design Data science, Computer vision and AI
Publications
PoliTO co-authors
Latest publications View all publications in Porto@Iris
- Albu, Andrei Mihai; Pollo, Giovanni; Burrello, Alessio; Jahier Pagliari, Daniele; ... (In stampa)
Integrating SystemC TLM into FMI 3.0 Co-Simulations with an Open-Source Approach. In: Design and Verification Conference and Exhibition Europe, Munich (DEU), October 14-15, 2025
Contributo in Atti di Convegno (Proceeding) - Benfenati, Luca; Belloni, Sofia; Burrello, Alessio; Kasnesis, Panagiotis; Wang, Xiaying; ... (2025)
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation. In: 2025 IEEE 7th International Conference on Artificial Intelligence Circuits and Systems (AICAS), Bordeaux (FRA), 28-30 April 2025, pp. 1-5. ISBN: 979-8-3315-2424-1
Contributo in Atti di Convegno (Proceeding) - Pollo, Giovanni; Albu, Andrei Mihai; Burrello, Alessio; Pagliari, Daniele Jahier; ... (2025)
Automatic integration of SystemC in the FMI standard for Software-defined Vehicle design. In: Forum on specification & Design Languages (FDL) 2025, St. Goar (DEU), 10-12 September 2025, pp. 1-9. ISBN: 979-8-3315-9379-7
Contributo in Atti di Convegno (Proceeding) - Poveda Rodrigo, Javier Jesus; Hamdi, Mohamed Amine; Koenig, Cyril; Burrello, Alessio; ... (2025)
POSTER: V-Seek: Optimizing LLM Reasoning on A Server-Class General-Purpose RISC-V Platform. In: CF '25: 22nd ACM International Conference on Computing Frontiers, Cagliari (ITA), May 28 - 30, 2025, pp. 224-225. ISBN: 979-8-4007-1528-0
Contributo in Atti di Convegno (Proceeding) - Pollo, Giovanni; Hamdi, Mohamed Amine; Risso, Matteo; Ruotolo, Lorenzo; Furbatto, ... (2025)
MEbots: Integrating a RISC-V Virtual Platform with a Robotic Simulator for Energy-aware Design. In: ISLPED 2025 IEEE/ACM International Symposium on Low Power Electronics and Design, Reykjavik (ISL), August 6 - 8, 2025
Contributo in Atti di Convegno (Proceeding)
Society and Enterprise
Patents and other intellectual properties
- Instrumentation method for a calculation circuit in order to dynamically modify its precision, by acting on its working conditions. national and international Patent
Inventors: Daniele Jahier Pagliari Massimo Poncino